R Markdown

This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:

summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00

Including Plots

You can also embed plots, for example:

## Warning: package 'psych' was built under R version 3.5.3

## Warning: package 'skimr' was built under R version 3.5.3
## 
## Attaching package: 'skimr'
## The following object is masked from 'package:stats':
## 
##     filter
## Warning: package 'plotly' was built under R version 3.5.3
## Loading required package: ggplot2
## Warning: package 'ggplot2' was built under R version 3.5.3
## 
## Attaching package: 'ggplot2'
## The following objects are masked from 'package:psych':
## 
##     %+%, alpha
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following object is masked from 'package:stats':
## 
##     filter
## The following object is masked from 'package:graphics':
## 
##     layout
##   age         job marital           education default housing loan
## 1  56   housemaid married            basic.4y      no      no   no
## 2  57    services married         high.school unknown      no   no
## 3  56    services married         high.school      no      no  yes
## 4  45    services married            basic.9y unknown      no   no
## 5  59      admin. married professional.course      no      no   no
## 6  41 blue-collar married             unknown unknown      no   no
##     contact day_of_week duration campaign pdays previous    poutcome
## 1 telephone         mon      261        1   999        0 nonexistent
## 2 telephone         mon      149        1   999        0 nonexistent
## 3 telephone         mon      307        1   999        0 nonexistent
## 4 telephone         mon      198        1   999        0 nonexistent
## 5 telephone         mon      139        1   999        0 nonexistent
## 6 telephone         mon      217        1   999        0 nonexistent
##   emp.var.rate cons.price.idx cons.conf.idx euribor3m nr.employed  y
## 1          1.1         93.994         -36.4     4.857        5191 no
## 2          1.1         93.994         -36.4     4.857        5191 no
## 3          1.1         93.994         -36.4     4.857        5191 no
## 4          1.1         93.994         -36.4     4.857        5191 no
## 5          1.1         93.994         -36.4     4.857        5191 no
## 6          1.1         93.994         -36.4     4.857        5191 no
## Warning in RColorBrewer::brewer.pal(N, "Set2"): minimal value for n is 3, returning requested palette with 3 different levels
## Warning in RColorBrewer::brewer.pal(N, "Set2"): minimal value for n is 3, returning requested palette with 3 different levels

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.